{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e9525604-295a-4557-8bb5-cefb2b99c9eb",
   "metadata": {},
   "source": [
    "Chapter 8\n",
    "# 几何布朗\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "66904746-53e1-47a5-a1e0-42ccc40897a0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "871be164-7171-4146-9777-3072ed7dfcd4",
   "metadata": {},
   "outputs": [],
   "source": [
    "N_steps = 200; \n",
    "# number of steps\n",
    "N_paths = 500;\n",
    "# number of paths\n",
    "sigma = 0.2\n",
    "delta_t = 1\n",
    "mu = 0.005\n",
    "sigma = 0.05\n",
    "\n",
    "X_0 = 10\n",
    "\n",
    "t_n = np.linspace(0,N_steps,N_steps+1,endpoint = True)*delta_t\n",
    "\n",
    "X = np.exp(\n",
    "    (mu - sigma ** 2 / 2) * delta_t\n",
    "    + sigma * np.random.normal(0, np.sqrt(delta_t), size=(N_steps,N_paths)))\n",
    "\n",
    "X = np.vstack([np.ones((1,N_paths)), X])\n",
    "X = X_0 * X.cumprod(axis=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "c027f9fc-ba60-4cf8-b2c5-d3429ce786a6",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\james\\AppData\\Local\\Temp\\ipykernel_22624\\3162070317.py:13: UserWarning: \n",
      "\n",
      "`distplot` is a deprecated function and will be removed in seaborn v0.14.0.\n",
      "\n",
      "Please adapt your code to use either `displot` (a figure-level function with\n",
      "similar flexibility) or `histplot` (an axes-level function for histograms).\n",
      "\n",
      "For a guide to updating your code to use the new functions, please see\n",
      "https://gist.github.com/mwaskom/de44147ed2974457ad6372750bbe5751\n",
      "\n",
      "  ax2 = sns.distplot(X[-1], rug=True, rug_kws={\"color\": \"k\",\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(-25.0, 200.0)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rows = 1\n",
    "cols = 2\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(rows, cols, figsize=(10,5), gridspec_kw={'width_ratios': [3, 1]})\n",
    "\n",
    "ax1.plot(t_n, X, lw=0.25,color = '#0070C0')\n",
    "ax1.set_xlim([0,N_steps])\n",
    "ax1.set_ylim([-25,200])\n",
    "ax1.set_yticks([-20, 0, 50, 100, 150, 200])\n",
    "ax1.set_title('(a)', loc='left')\n",
    "ax1.set_xlabel('t')\n",
    "\n",
    "ax2 = sns.distplot(X[-1], rug=True, rug_kws={\"color\": \"k\", \n",
    "                                                \"alpha\": 0.5, \n",
    "                                                \"height\": 0.06, \n",
    "                                                \"lw\": 0.5}, \n",
    "                   vertical=True, label='(b)', bins = 20)\n",
    "ax2.set_yticks([-20, 0, 50, 100, 150, 200])\n",
    "ax2.set_title('(b)', loc='left')\n",
    "ax2.set_ylim([-25,200])"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
